Pattern Recognition Applications and Methods

10th International Conference, ICPRAM 2021, and 11th International Conference, ICPRAM 2022, Virtual Event, February 4¿6, 2021 and February 3¿5, 2022, Revised Selected Papers
Herausgegeben:De Marsico, Maria; Sanniti di Baja, Gabriella; Fred, Ana

• Broschiertes Buch

Produktbeschreibung

This book contains revised and extended versions of selected papers from the 10th and 11^th International Conference on Pattern Recognition, ICPRAM 2021 and 2022, held in February 2021 and 2022. Due to COVID-19 pandemic the conferences were held virtually. Both conferences received in total 204 submissions from which 8 full papers were carefully reviewed and selected for presentation in this volume. The papers span a wide range of investigation as well as development lines, which of course always reflect the last trends of research in the pattern recognition community.

Produktdetails

• Lecture Notes in Computer Science 13822
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-24537-4
• 1st ed. 2023
• Seitenzahl: 192
• Erscheinungstermin: 27. Januar 2023
• Englisch
• Abmessung: 235mm x 155mm x 11mm
• Gewicht: 300g
• ISBN-13: 9783031245374
• ISBN-10: 3031245377
• Artikelnr.: 66756237

Inhaltsangabe

Theory and Methods Reduced Precision Research of a GAN Image Generation Use-case.- Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks.- Retinotopic Image Encoding by Samples of Counts.- Gesture Recognition and Multi-Modal Fusion on a New Hand Gesture Dataset.- Adaptive Sampling for Weighted Log-rank Survival Trees Boosting.- Applications Forecasting Overtime Budgets for Naval Fleet Maintenance Facilities using Time-series Analysis during Transient System States.- Exploiting Temporal Coherence to Improve Person Re-identification.- Perusal of Camera Trap Sequences across Locations.